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README.md
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| 1 |
+
### **LoRA Model Card**: `svjack/Qwen_Image_4_Grid_Display_Lora`
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| 2 |
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#### **Unified Multi-Grid Concept Synthesis**
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| 3 |
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**Base Model**: `Qwen-Image` (Multi-modal Vision-Language Architecture)
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| 4 |
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**Core Function**: Generates **4 cohesive image grids** with unified style, composition, and thematic continuity for rapid design exploration.
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| 5 |
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**Key Strengths**:
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| 6 |
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- **Layout Consistency**: Seamless alignment of color palettes, perspective, and visual motifs across all grid cells.
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| 7 |
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- **Style Hybridization**: Integrates diverse LoRA adapters for specialized effects (e.g., anime landscapes, cyberpunk textures).
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| 8 |
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- **Concept Packaging**: Transforms abstract ideas into 4-variant visual prototypes for design workflows.
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| 9 |
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- **Efficiency Optimization**: Parallel generation of 4 images with shared latent space constraints.
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| 10 |
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| 11 |
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---
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| 12 |
+
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| 13 |
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### **Adapter Configuration Guide**
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| 14 |
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| Adapter Name | Role | Recommended Weight |
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| 15 |
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|-------------------------------------|----------------------------------|-------------------|
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| 16 |
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| `Four_qwen_image_lora-step00002920.safetensors` | **Grid Orchestration** | 1.0 (Mandatory) |
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| 17 |
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| `qwen-image-japanese-text-lora-step00017000.safetensors` | Traditional Japanese Aesthetics | 1.0 |
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| 18 |
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| `qwen_image_anime_landscape_lora_v1_000002000.safetensors (weight = 1.5)` | Anime-Scene Enhancement | 1.0-1.5 |
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| 19 |
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| `qwen_image_infinite_future_lora_v1_000002750.safetensors` | Cyberpunk/Mecha Elements | 1.0-1.5 |
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| 20 |
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| `qwen_image_black_white_naoki_urasawa_v1.safetensors` | Manga Monochrome Stylization | 1.0-1.5 |
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| 21 |
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| 22 |
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---
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| 23 |
+
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| 24 |
+
### **Optimized Example Prompts**
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| 25 |
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#### **Example 1: Japanese Doll Collection**
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| 26 |
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**Adapters**:
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| 27 |
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- `Four_qwen_image_lora` (1.0)
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| 28 |
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- `qwen-image-japanese-text-lora` (1.0)
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| 29 |
+
**Prompt**:
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| 30 |
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```
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| 31 |
+
"In the style of GPT-4o-Design-Images, Generate 4 image samples for the current design concept and piece them into 4 square blocks."
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| 32 |
+
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| 33 |
+
1、神社外盛开地樱花下,神社鸟居前,展示传统日式娃娃:穿十二单衣的皇室风格女娃娃,服饰绣有平安时代传统纹样,娃娃手持桧扇。
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| 34 |
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2、神社外盛开地樱花下,神社鸟居前,展示传统日式娃娃:宫廷女官人偶,分别持酒器、乐器和文书,服饰为渐变樱色袿袴。
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| 35 |
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3、神社外盛开地樱花下,神社鸟居前,展示传统日式娃娃:女乐师人偶,持筝、琵琶、笛等雅乐乐器,着萌黄色狩衣。
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| 36 |
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4、神社外盛开地樱花下,神社鸟居前,展示传统日式娃娃:宫女人偶,迷你厨具和牛车模型,两侧立着金屏风与纸灯笼。
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| 37 |
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```
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| 38 |
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**Key Features**:
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| 39 |
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- Unified backdrop: Torii gate + cherry blossom saturation
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| 40 |
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- Consistent doll proportions and fabric texture
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| 41 |
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- Symmetric composition with radial focal points
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| 42 |
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| 43 |
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| 44 |
+

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| 45 |
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| 46 |
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---
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| 47 |
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| 48 |
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#### **Example 2: Cybernetic Vehicle Breakout**
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| 49 |
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**Adapters**:
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| 50 |
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- `Four_qwen_image_lora` (1.0)
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| 51 |
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- `qwen_image_infinite_future_lora` (1.2)
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| 52 |
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**Prompt**:
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| 53 |
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```
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| 54 |
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"In the style of GPT-4o-Design-Images, Generate 4 image samples for the current design concept and piece them into 4 square blocks."
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| 55 |
+
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| 56 |
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1、金属质感的IPad屏幕内部,一个立体四驱车正在从点亮的屏幕中跃出: 金属边框iPad屏幕亮起,黑色奥迪R8车体搭配橙黄条纹冲破屏幕:车头尖锐如匕首,尾部45°上翘露出碳纤维扩散器,轮胎带立体尖刺纹理;屏幕背景为蓝色电路板光效,裂痕处散发金色粒子;
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| 57 |
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2、金属质感的IPad屏幕内部,一个立体四驱车正在从点亮的屏幕中跃出: 金属边框iPad屏幕内红黄撞色宝马M4高速跃出:方正硬朗的车身棱角分明,车顶流线贴纸呈动态模糊,轮毂泛起银色金属反光;背景为霓虹赛道投影,屏幕裂纹泛紫光;
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| 58 |
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3、金属质感的IPad屏幕内部,一个立体四驱车正在从点亮的屏幕中跃出: iPad屏幕被白色保时捷911撞裂:流线型车身覆盖蓝色闪电浮雕纹路,可拆卸尾翼悬浮展开,大尺寸轮胎碾压处迸发冰晶特效;背景是深空粒子漩涡;
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4、金属质感的IPad屏幕内部,一个立体四驱车正在从点亮的屏幕中跃出: 半透明红蓝车壳奔驰AMG GT撕裂屏幕跃出:内部V8引擎结构透出机械红光,火焰轮毂旋转残留轨迹,分体车灯射出激光;背景为全息齿轮hologram,边框裂缝溢出蓝电火花。
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| 60 |
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```
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| 61 |
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**Key Features**:
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| 62 |
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- Shared "shattered glass" fracture pattern
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| 63 |
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- Dynamic vehicle angles at 45° trajectory
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- Synced particle effects (gold/blue sparks)
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| 67 |
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| 68 |
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---
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| 70 |
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| 71 |
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#### **Example 3: Snow Globe LEGO Series**
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| 72 |
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**Adapters**:
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| 73 |
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- `Four_qwen_image_lora` (1.0)
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| 74 |
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**Prompt**:
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| 75 |
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```
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| 76 |
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"In the style of GPT-4o-Design-Images, Generate 4 image samples for the current design concept and piece them into 4 square blocks."
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| 77 |
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| 78 |
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1、下雪的水晶球,内部为乐高玩具:包含大象、长颈鹿等15种动物模型和可拼砌的游览车。通过大颗粒积木模拟喂食、清洁等互动场景。
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| 79 |
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2、下雪的水晶球,内部为乐高玩具:海盗船、幽灵岛或骷髅要塞。船体设计含可升降帆布、隐藏宝藏舱和可拆卸桅杆。
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3、下雪的水晶球,内部为乐高玩具:伦敦地标建筑泰晤士河上的塔桥。套装包含4285块积木,细节高度还原,如可开合的桥面、哥特式塔楼及微型车辆。
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4、下雪的水晶球,内部为乐高玩具:龙与地下城,包含6个人仔及大量奇幻场景元素,如红龙巢穴、宝箱与陷阱机关。
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| 82 |
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```
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| 83 |
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**Key Features**:
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| 84 |
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- Identical snow density and crystal ball refraction
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- Minifigure scale consistency (1:87 ratio)
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- Thematic color coding per globe (blue/green/red/gold)
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---
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| 92 |
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| 93 |
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#### **Example 4: Anime Waterdrop Landscapes**
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| 94 |
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**Adapters**:
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| 95 |
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- `Four_qwen_image_lora` (1.0)
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| 96 |
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- `qwen_image_anime_landscape_lora` (1.5)
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| 97 |
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**Prompt**:
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| 98 |
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```
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| 99 |
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"In the style of GPT-4o-Design-Images, Generate 4 image samples for the current design concept and piece them into 4 square blocks."
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| 100 |
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| 101 |
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1、一个占据整个画面的巨大圆形水滴,水滴下是一个3D立体动漫画面,由水滴的弧度凸显出立体性:anime style, 晨光穿透薄雾洒落樱花山谷,粉白花瓣覆盖蜿蜒溪流,朱红拱桥横跨两岸,远处青山层叠如黛;卷轴边缘泛黄,金色云纹浮动
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2、一个占据整个画面的巨大圆形水滴,水滴下是一个3D立体动漫画面,由水滴的弧度凸显出立体性:anime style, 暮色中的樱花湖畔,橙红晚霞浸染水面,青石小径延伸至红木舟停泊处,花瓣飘落涟漪;卷轴两侧题有银色诗句残影
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3、一个占据整个画面的巨大圆形水滴,水滴下是一个3D立体动漫画面,由水滴的弧度凸显出立体性:anime style, 月下荧光樱花林,深蓝夜幕中花瓣如星闪烁,石灯笼沿苔藓小径排列,微光映照飘雪般的落英;卷轴裱布呈暗红织锦纹理
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4、一个占据整个画面的巨大圆形水滴,水滴下是一个3D立体动漫画面,由水滴的弧度凸显出立体性:anime style, 晨雾缭绕的樱花台地,乳白雾气缠绕青松,悬崖观景台俯瞰云海,风卷起花瓣如粉色浪涛;卷轴轴头为青玉雕花,边缘水墨晕染
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```
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| 106 |
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**Key Features**:
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| 107 |
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- Curvature lens effect across all droplets
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- Shared scroll border design with variations
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- Time-of-day progression (dawn → dusk → night → dawn)
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---
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#### **Example 5: Monochrome Robot Narrative**
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| 117 |
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**Adapters**:
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| 118 |
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- `Four_qwen_image_lora` (1.0)
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| 119 |
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- `qwen_image_black_white_naoki` (0.9)
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| 120 |
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**Prompt**:
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| 121 |
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```
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| 122 |
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"In the style of GPT-4o-Design-Images, Generate 4 image samples for the current design concept and piece them into 4 square blocks."
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| 124 |
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1、日式黑白漫画:一个机器人在月下躺在沙漠里。周围是仙人掌和月色。
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2、日式黑白漫画:一个戴眼镜的男孩接近沙漠中躺着的机器人,在机器人身上进行修理。
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3、日式黑白漫画:机器人醒来,头边有一个白色气泡,里面有文字“谢谢!”
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4、日式黑白漫画:男孩和机器人手拉手走向远处的绿洲。
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```
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**Key Features**:
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- Consistent Urasawa-style screentone patterns
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- Progressive panel sequencing (isolated → interaction → resolution)
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- Shadow density gradient matching time progression
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---
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### **Technical Parameters**
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| 140 |
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| Setting | Value | Notes |
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| 141 |
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|------------------|-------------------|----------------------------------------|
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| 142 |
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| **Resolution** | 1024x1024 | Optimal grid detail retention |
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| 143 |
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| **CFG Scale** | 7.5 | Balances creativity vs. prompt fidelity|
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| **Sampler** | DPM++ 2M Karras | Preserves fine linework |
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| **Steps** | 25 | Critical for texture coherence |
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| **LoRA Rank (r)**| 32 | High complexity demands (see ) |
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| **LoRA Alpha** | 64 | α=2r for multi-adapter fusion (see ) |
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---
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| 150 |
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### **Performance Profile**
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- **VRAM Usage**: ~18GB at 1024x1024 (RTX 4090)
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- **Generation Speed**: 12-18 sec/grid (4 images)
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- **Troubleshooting**:
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| 155 |
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- **Grid Misalignment**: Add `4x4 uniform matrix, isometric perspective` to prompt
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| 156 |
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- **Style Bleed**: Reduce non-core LoRA weights by 0.3
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- **Color Inconsistency**: Enable `--color_sync_node` in inference pipeline
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| 158 |
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| 159 |
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### **License**
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| 160 |
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Apache 2.0 (Commercial use permitted)
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**Community Hub**: https://huggingface.co/svjack/Qwen_Image_4_Grid_Display_Lora
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---
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